Agent Memory in Production: Governance, Retention, and Retrieval Boundaries
How to deploy persistent agent memory with clear retention policy, PII controls, and measurable quality gates.
Marcus Wright
Cloud infrastructure and DevOps practitioner. Kubernetes, FinOps, and supply chain security.
107 articles
Agentic Cloud Cost Control: Portfolio SLOs and Budget Guardrails
Control agent platform spend with portfolio-level SLOs, automatic budget actions, and graceful degradation.
AI PC and NPU Fleet Governance: Turning Device-Level AI into Managed Enterprise Capability
A practical operating model for managing AI PCs, NPU workloads, security boundaries, and supportability across enterprise device fleets.
Operating the Agentic Cloud: Lessons from Cloudflare-Style Internal AI Platform Metrics
How to design platform operations when AI workloads become a core internal service, with queueing, cost governance, and reliability patterns.
Cloudflare Mesh and Dynamic Workers: Secure Runtime Playbook for Enterprise Agents
Operational blueprint for adopting Cloudflare Mesh and Dynamic Workers with policy, segmentation, and cost controls.
Cloudflare Unified Inference Layer: A Production Architecture for Multi-Provider Agent Systems
How to turn AI Gateway unification and Workers AI bindings into resilient routing, observability, and spend control.
From Demo Bots to Production Agents: Sandbox and Harness Controls in the 2026 SDK Era
A practical architecture for deploying long-horizon enterprise agents with isolation, tool boundaries, and measurable reliability.
From Pilot to Production: Enterprise AI Agent Control Towers for Cost, Risk, and Throughput
A concrete blueprint for scaling AI agents across business units with FinOps guardrails and measurable operational accountability.
GitHub Copilot Autopilot in Production: Governance Patterns for Autonomous PR Work
How platform teams can adopt Copilot Autopilot and auto model routing while preserving review quality, cost control, and auditability.
Memory Supply Shock and AI Infrastructure: Capacity Planning Under DRAM Constraints
How platform teams should redesign capacity, architecture, and procurement playbooks as memory bottlenecks reshape AI economics.
Cerebras IPO Signal: Rewrite AI Capacity Planning Beyond Single-Accelerator Assumptions
What AI chip market shifts mean for enterprise procurement, architecture portability, and model-serving strategy.
Cloudflare Agent Runtime in Production: SLO and Governance Design for 2026
A practical operating model for shipping session-aware agents on Cloudflare with reliability targets, policy controls, and cost boundaries.
Cloudflare Agents Week Playbook: Control Plane Patterns for Safe, Fast Agent Operations
A practical architecture guide for using Dynamic Workers, Durable Objects, and zero-trust egress controls in production agent platforms.
Copilot CLI Auto Model + gh skill: A Governance Pattern That Scales
How to combine GitHub Copilot CLI auto model selection and gh skill into one controllable enterprise operating model.
Beyond Tokenmaxxing: Engineering Productivity Metrics That Actually Predict Outcomes
A practical framework for measuring AI coding productivity beyond token volume, with quality, reliability, and delivery metrics that matter to engineering leaders.
Cloudflare Agents Week 2026: Designing a Unified Inference Layer for Production Agents
A practical architecture and operating model for teams adopting Cloudflare’s new agent-era stack across Workers AI, AI Gateway, and Artifacts.
Cloudflare Ai Inference Layer For Agents 2026: Production Architecture Guide
A publication-ready long-form guide based on today's platform and developer trend signals.
AWS Transform as Kiro Power: A Scalable Modernization Workflow for Multi-Repo Engineering Programs
How to use AWS Transform with Kiro Power for controlled language/runtime modernization across many repositories, with governance and cost predictability.
Cloudflare Project Think + Browser Run: How to Design a Production Agent Platform in 2026
A practical architecture and operating model for teams adopting Cloudflare’s new agent primitives, browser execution, and workflow concurrency upgrades.
Cloudflare Workers AI in Production: Session Affinity, Cost Guardrails, and Governance
A practical operating model for teams adopting Workers AI large models with deterministic session handling, policy-aware tool use, and predictable cost behavior.